Gray Seals (H. grypus), ~1:25 observation to background ratio, all covariates, evaluated using area under the receiver operator curve
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc |
|---|---|
| rf | 0.9926255 |
| bt | 0.9038944 |
| maxnet | 0.8767874 |
| gam | 0.8014086 |
| glm | 0.7884825 |
Variable Importance
